DART-Eval evaluation of ChromBPNet-like (ab initio) on Cell-type-specific element classification, overall accuracy, scored with Accuracy.
1 evaluation · 1 result. Different protocols are not a single leaderboard.
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| Tested configuration | Protocol and dataset | Finding | Evidence and details |
|---|---|---|---|
| Method: ChromBPNet-like (ab initio) | Task: DART-Eval CTS-ACC: Cell-type-specific element classification, overall accuracy Dataset subset: ENCODE chromatin accessibility peaks in five cell lines (DART-Eval split) | 0.667 Accuracy fraction · higher Uncertainty: Not yet extracted Coverage: Not reported scored / Not reported eligible | Author-reported evaluation · Source checkedMethods, coverage and sourceClassify which of five cell lines a accessible element belongs to. Aggregation: Not reported DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA · Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) |
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Classify which of five cell lines a accessible element belongs to.
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10 evidence rows matching the loaded filters
| Property and statement | Original source and location | Review and provenance |
|---|---|---|
| Comparison: metric implementation Accuracy Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Comparison: protocol id dart-eval-task-cts-acc Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Origin author_reported Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Protocol Classify which of five cell lines a accessible element belongs to. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Source location Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Description DART-Eval evaluation of ChromBPNet-like (ab initio) on Cell-type-specific element classification, overall accuracy, scored with Accuracy. Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: assessment dart-eval-task-cts-acc Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: data dart-eval-dataset-encode-chromatin-accessibility-peaks-in-five-cell-lines Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Relationship: system dart-eval-method-chrombpnet-like-ab-initio Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
| Name ChromBPNet-like (ab initio) on DART-Eval CTS-ACC: Cell-type-specific element classification, overall accuracy Context-only references | DART-Eval: A Comprehensive DNA Language Model Evaluation Benchmark on Regulatory DNA Table 4, row(Ab initio ChromBPNet-like), column(CTS-ACC) Version: 2412.05430v1 | not individually reviewed No individual claim review recorded author reported Audit detailsField: Source artifact SHA-256: Hash scope: Exact retrieved primary paper artifact bytes. |
Release 2026-11-02-a7f03c9e55a5 · Record review: source checked
Stable ID: dart-eval-evaluation-chrombpnet-like-ab-initio-cts-acc